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Difan Zou
Difan Zou
11
papers
243
total citations
papers (11)
How Many Pretraining Tasks Are Needed for In-Context Learning of Linear Regression?
ICLR 2024
arXiv
89
citations
Parallelized Autoregressive Visual Generation
CVPR 2025
arXiv
42
citations
The Benefits of Implicit Regularization from SGD in Least Squares Problems
NEURIPS 2021
arXiv
35
citations
The Power and Limitation of Pretraining-Finetuning for Linear Regression under Covariate Shift
NEURIPS 2022
arXiv
24
citations
What Can Transformer Learn with Varying Depth? Case Studies on Sequence Learning Tasks
ICML 2024
arXiv
20
citations
Improving Group Robustness on Spurious Correlation Requires Preciser Group Inference
ICML 2024
arXiv
12
citations
Benign Overfitting in Two-Layer ReLU Convolutional Neural Networks for XOR Data
ICML 2024
arXiv
10
citations
Risk Bounds of Multi-Pass SGD for Least Squares in the Interpolation Regime
NEURIPS 2022
arXiv
8
citations
Faster Sampling via Stochastic Gradient Proximal Sampler
ICML 2024
arXiv
3
citations
Kernel Regression in Structured Non-IID Settings: Theory and Implications for Denoising Score Learning
NEURIPS 2025
arXiv
0
citations
Understanding the Generalization of Stochastic Gradient Adam in Learning Neural Networks
NEURIPS 2025
arXiv
0
citations